AI Visibility Scorecard
MBC GUTTIN SARL
guttin.com · Food & Beverage
Borderline visible. AI bots can crawl MBC GUTTIN SARL, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#383,938 of 1,393,990 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About MBC GUTTIN SARL
from our crawl and measurement
"MBC GUTTIN est reconnue en tant que fabricant de matériels d'enroulage en France. Nous apportons des solutions innovantes aux industriels." That is how Fabricant de matériel d'enroulage France of CHARANCIEU introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.9/10, MBC GUTTIN SARL is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Pourquoi nous choisir ?
Travailler avec MBC GUTTIN, c’est s’appuyer sur une entreprise française reconnue pour la qualité et le sérieux de son travail. Expérience Depuis 1983, nous mettons notre savoir-faire à votre service, vous garantissant des solutions maîtrisées et fiables. Savoir-faire Nos 6 brevets témoignent de notre capacité à innover et à intégrer les dernières avancées technologiques dans nos équipements.
Is this your brand?
The exact fixes for MBC GUTTIN SARL
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guttin
Cite this score: Engagemii (2026). "AEO Score for MBC GUTTIN SARL." Retrieved from https://engagemii.com/aeo/brands/guttin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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